A New Method of Face Modeling with Construction of Local Texture Model

Jin Bao Shan; Wei Wei Jiang; Shi Le Mu

doi:10.4028/www.scientific.net/AMR.989-994.2016

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 989-994A New Method of Face Modeling with Construction of...

A New Method of Face Modeling with Construction of Local Texture Model

Abstract:

The active shape model (ASM) is a statistical parametric model, which is mainly used in image feature extraction. On the basis of the analysis of the original ASM texture model, a new texture modeling method was proposed in this paper. The improved method fully utilized the gray level information of adjacent points in the neighborhood of sampling points, improved the original face modeling method which only used the one-dimensional gray information with model matching accuracy problems. The experiments on Weizmann face database Indicate that, the improved method can obviously improve the feature point positioning accuracy, and accelerate the speed of face model fitting.

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Periodical:

Advanced Materials Research (Volumes 989-994)

Pages:

2016-2019

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.989-994.2016

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Online since:

July 2014

Authors:

Jin Bao Shan*, Wei Wei Jiang, Shi Le Mu

Keywords:

Active Shape Model, Face Modeling, Feature Extraction, Texture Model

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